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updated the workshop from gpt-4o-mini to gpt-4o
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docs/docs/en/about.md

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## Models required for Zava DIY
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- gpt-4o-mini
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- gpt-4o
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- text-embedding-small-3
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## Synthetic Data Generation for Zava DIY

docs/docs/es/about.md

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## Modelos requeridos para Zava DIY
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- gpt-4o-mini
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- gpt-4o
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- text-embedding-small-3
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## Generación de Datos Sintéticos para Zava DIY

docs/docs/includes/en/introduction-event.md

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@@ -13,7 +13,7 @@ The following resources are pre-provisioned in your lab Azure subscription:
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- A resource group named **rg-zava-agent-wks-nnnnnnnn**
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- An **Azure AI Foundry hub** named **fdy-zava-agent-wks-nnnnnnnn**
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- An **Azure AI Foundry project** named **prj-zava-agent-wks-nnnnnnnn**
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- Two models are deployed: **gpt-4o-mini** and **text-embedding-3-small**. [See pricing.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Two models are deployed: **gpt-4o** and **text-embedding-3-small**. [See pricing.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Azure Database for PostgreSQL Flexible Server (B1ms Burstable 32GB) database named **pg-zava-agent-wks-nnnnnnnn**. [See pricing](https://azure.microsoft.com/pricing/details/postgresql/flexible-server){:target="\_blank"}
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- Application Insights resource named **appi-zava-agent-wks-nnnnnnnn**. [See pricing](https://azure.microsoft.com/pricing/calculator/?service=monitor){:target="\_blank"}
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docs/docs/includes/en/introduction-self-guided.md

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@@ -124,11 +124,11 @@ This deployment creates the following resources in your Azure subscription.
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- A resource group named **rg-zava-agent-wks-nnnnnnnn**
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- An **Azure AI Foundry hub** named **fdy-zava-agent-wks-nnnnnnnn**
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- An **Azure AI Foundry project** named **prj-zava-agent-wks-nnnnnnnn**
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- Two models are deployed: **gpt-4o-mini** and **text-embedding-3-small**. [See pricing.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Two models are deployed: **gpt-4o** and **text-embedding-3-small**. [See pricing.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Application Insights resource named **appi-zava-agent-wks-nnnnnnnn**. [See pricing](https://azure.microsoft.com/pricing/calculator/?service=monitor){:target="\_blank"}
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- To keep workshop costs low, PostgreSQL runs in a local container within your Codespace or Dev Container rather than as a cloud service. See [Azure Database for PostgreSQL Flexible Server](https://azure.microsoft.com/en-us/products/postgresql){:target="\_blank"} to learn about options for a managed PostgreSQL service.
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!!! warning "Ensure you have at least the following model quotas" - 120K TPM quota for the gpt-4o-mini Global Standard SKU, as the agent makes frequent model calls. - 50K TPM for the text-embedding-3-small model Global Standard SKU. - Check your quota in the [AI Foundry Management Center](https://ai.azure.com/managementCenter/quota){:target="\_blank"}."
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!!! warning "Ensure you have at least the following model quotas" - 120K TPM quota for the gpt-4o Global Standard SKU, as the agent makes frequent model calls. - 50K TPM for the text-embedding-3-small model Global Standard SKU. - Check your quota in the [AI Foundry Management Center](https://ai.azure.com/managementCenter/quota){:target="\_blank"}."
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### Automated Deployment
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docs/docs/includes/es/introduction-event.md

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@@ -13,7 +13,7 @@ Los siguientes recursos están pre-provisionados en tu suscripción de Azure del
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- Un grupo de recursos llamado **rg-zava-agent-wks-nnnnnnnn**
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- Un **hub de Azure AI Foundry** llamado **fdy-zava-agent-wks-nnnnnnnn**
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- Un **proyecto de Azure AI Foundry** llamado **prj-zava-agent-wks-nnnnnnnn**
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- Dos modelos están desplegados: **gpt-4o-mini** y **text-embedding-3-small**. [Ver precios.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Dos modelos están desplegados: **gpt-4o** y **text-embedding-3-small**. [Ver precios.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Base de datos de Azure Database for PostgreSQL Flexible Server (B1ms Burstable 32GB) llamada **pg-zava-agent-wks-nnnnnnnn**. [Ver precios](https://azure.microsoft.com/pricing/details/postgresql/flexible-server){:target="\_blank"}
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- Recurso Application Insights llamado **appi-zava-agent-wks-nnnnnnnn**. [Ver precios](https://azure.microsoft.com/pricing/calculator/?service=monitor){:target="\_blank"}
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docs/docs/includes/es/introduction-self-guided.md

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- Un grupo de recursos llamado **rg-zava-agent-wks-nnnnnnnn**
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- Un **hub de Azure AI Foundry** llamado **fdy-zava-agent-wks-nnnnnnnn**
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- Un **proyecto de Azure AI Foundry** llamado **prj-zava-agent-wks-nnnnnnnn**
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- Dos modelos están desplegados: **gpt-4o-mini** y **text-embedding-3-small**. [Ver precios.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Dos modelos están desplegados: **gpt-4o** y **text-embedding-3-small**. [Ver precios.](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/){:target="\_blank"}
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- Recurso Application Insights llamado **appi-zava-agent-wks-nnnnnnnn**. [Ver precios](https://azure.microsoft.com/pricing/calculator/?service=monitor){:target="\_blank"}
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- Para mantener bajos los costos del taller, PostgreSQL se ejecuta en un contenedor local dentro de tu Codespace o Dev Container en lugar de como un servicio en la nube. Ve [Azure Database for PostgreSQL Flexible Server](https://azure.microsoft.com/en-us/products/postgresql){:target="\_blank"} para aprender sobre las opciones para un servicio PostgreSQL administrado.
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!!! warning "Asegúrate de tener al menos las siguientes cuotas de modelo" - Cuota de 120K TPM para el SKU Global Standard de gpt-4o-mini, ya que el agente hace llamadas frecuentes al modelo. - 50K TPM para el modelo text-embedding-3-small SKU Global Standard. - Verifica tu cuota en el [Centro de Gestión de AI Foundry](https://ai.azure.com/managementCenter/quota){:target="\_blank"}."
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!!! warning "Asegúrate de tener al menos las siguientes cuotas de modelo" - Cuota de 120K TPM para el SKU Global Standard de gpt-4o, ya que el agente hace llamadas frecuentes al modelo. - 50K TPM para el modelo text-embedding-3-small SKU Global Standard. - Verifica tu cuota en el [Centro de Gestión de AI Foundry](https://ai.azure.com/managementCenter/quota){:target="\_blank"}."
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### Despliegue Automatizado
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infra/deploy.ps1

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@"
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PROJECT_ENDPOINT=$PROJECTS_ENDPOINT
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AZURE_OPENAI_ENDPOINT=$AZURE_OPENAI_ENDPOINT
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GPT_MODEL_DEPLOYMENT_NAME="gpt-4o-mini"
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GPT_MODEL_DEPLOYMENT_NAME="gpt-4o"
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EMBEDDING_MODEL_DEPLOYMENT_NAME="text-embedding-3-small"
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APPLICATIONINSIGHTS_CONNECTION_STRING="$APPLICATIONINSIGHTS_CONNECTION_STRING"
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AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED="true"
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$CSHARP_PROJECT_PATH = "../src/csharp/McpAgentWorkshop.AppHost/McpAgentWorkshop.AppHost.csproj"
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if (Test-Path $CSHARP_PROJECT_PATH) {
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dotnet user-secrets set "Parameters:FoundryEndpoint" "$PROJECTS_ENDPOINT" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:ChatModelDeploymentName" "gpt-4o-mini" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:ChatModelDeploymentName" "gpt-4o" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:EmbeddingModelDeploymentName" "text-embedding-3-small" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:AzureOpenAIEndpoint" "$AZURE_OPENAI_ENDPOINT" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:FoundryProjectName" "$AI_PROJECT_NAME" --project "$CSHARP_PROJECT_PATH"

infra/deploy.sh

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{
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echo "PROJECT_ENDPOINT=$PROJECTS_ENDPOINT"
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echo "AZURE_OPENAI_ENDPOINT=$AZURE_OPENAI_ENDPOINT"
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echo "GPT_MODEL_DEPLOYMENT_NAME=\"gpt-4o-mini\""
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echo "GPT_MODEL_DEPLOYMENT_NAME=\"gpt-4o\""
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echo "EMBEDDING_MODEL_DEPLOYMENT_NAME=\"text-embedding-3-small\""
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echo "APPLICATIONINSIGHTS_CONNECTION_STRING=\"$APPLICATIONINSIGHTS_CONNECTION_STRING\""
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echo "AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED=\"true\""
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# Set the user secrets for the C# project (if the project exists)
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if [ -f "$CSHARP_PROJECT_PATH" ]; then
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dotnet user-secrets set "Parameters:FoundryEndpoint" "$PROJECTS_ENDPOINT" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:ChatModelDeploymentName" "gpt-4o-mini" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:ChatModelDeploymentName" "gpt-4o" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:EmbeddingModelDeploymentName" "text-embedding-3-small" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:AzureOpenAIEndpoint" "$AZURE_OPENAI_ENDPOINT" --project "$CSHARP_PROJECT_PATH"
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dotnet user-secrets set "Parameters:FoundryProjectName" "$AI_PROJECT_NAME" --project "$CSHARP_PROJECT_PATH"

infra/main.bicep

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@description('Array of models to deploy')
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param models array = [
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{
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name: 'gpt-4o-mini'
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name: 'gpt-4o'
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format: 'OpenAI'
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version: '2024-07-18'
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skuName: 'GlobalStandard'

infra/main.parameters.json

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"models": {
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"value": [
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{
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"name": "gpt-4o-mini",
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"name": "gpt-4o",
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"format": "OpenAI",
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"version": "2024-07-18",
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"skuName": "GlobalStandard",

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